Package: flexCWM 1.92
Angelo Mazza
flexCWM: Flexible Cluster-Weighted Modeling
Allows maximum likelihood fitting of cluster-weighted models, a class of mixtures of regression models with random covariates. Methods are described in Angelo Mazza, Antonio Punzo, Salvatore Ingrassia (2018) <doi:10.18637/jss.v086.i02>.
Authors:
flexCWM_1.92.tar.gz
flexCWM_1.92.tar.gz(r-4.7-any)flexCWM_1.92.tar.gz(r-4.6-any)
flexCWM_1.92.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
flexCWM/json (API)
| # Install 'flexCWM' in R: |
| install.packages('flexCWM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:1e000d9751. Checks:2 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 188 | ||
| source / vignettes | OK | 181 | ||
| linux-release-x86_64 | NOTE | 178 | ||
| wasm-release | OK | 135 |
Exports:cwmgetBestModelgetClustergetICgetPargetParConcomitantgetParGLMgetParPriorgetParXbingetParXmultgetParXnormgetParXpoisgetPosteriorgetSizestudent.twhichBest
Dependencies:BHcaretclasscliclockcodetoolsContaminatedMixtcpp11data.tablediagramdigestdplyre1071farverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmclustmixturemnormtModelMetricsmvtnormnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRcppArmadilloRcppGSLrecipesreshape2rlangrpartS7scalesshapesparsevctrsSQUAREMstatmodstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| flexCWM - Flexible Cluster Weighted Modeling | flexCWM-package |
| Fit for the CWM | cwm student.t |
| dataset ExCWM | ExCWM |
| Extractors for 'cwm' class objects. | getBestModel getCluster getIC getPar getParConcomitant getParGLM getParPrior getParXbin getParXmult getParXnorm getParXpois getPosterior getSize print.cwm print.cwm.IC summary.cwm whichBest |
| Plot for CWMs | plot.cwm |
| dataset students | students |